SVD Only With Matrix of Full Rank?

[mark4flies]

The SVD is one of the most important results of matrix theory for practical applications, such as statistics. Almost all of the multivariate statistical techniques, such as principle components analysis and multiple correspondence analysis, use SVD at their core. This single function would support many real-world applications with a hand-held device.